Abundance and co-occurrence of extracellular capsules increase environmental breadth: Implications for the emergence of pathogens
Open accessAbstract
Extracellular capsules constitute the outermost layer of many bacteria, are major virulence factors, and affect antimicrobial therapies. They have been used as epidemiological markers and recently became vaccination targets. Despite the efforts to biochemically serotype capsules in a few model pathogens, little is known of their taxonomic and environmental distribution. We developed, validated, and made available a computational tool, CapsuleFinder, to identify capsules in genomes. The analysis of over 2500 prokaryotic genomes, accessible in a database, revealed that ca. 50% of them-including Archaea-encode a capsule. The Wzx/Wzy-dependent capsular group was by far the most abundant. Surprisingly, a fifth of the genomes encode more than one capsule system-often from different groups-and their non-random co-occurrence suggests the existence of negative and positive epistatic interactions. To understand the role of multiple capsules, we queried more than 6700 metagenomes for the presence of species encoding capsules and showed that their distribution varied between environmental categories and, within the human microbiome, between body locations. Species encoding capsules, and especially those encoding multiple capsules, had larger environmental breadths than the other species. Accordingly, capsules were more frequent in environmental bacteria than in pathogens and, within the latter, they were more frequent among facultative pathogens. Nevertheless, capsules were frequent in clinical samples, and were usually associated with fast-growing bacteria with high infectious doses. Our results suggest that capsules increase the environmental range of bacteria and make them more resilient to environmental perturbations. Capsules might allow opportunistic pathogens to profit from empty ecological niches or environmental perturbations, such as those resulting from antibiotic therapy, to colonize the host. Capsule-associated virulence might thus be a by-product of environmental adaptation. Understanding the role of capsules in natural environments might enlighten their function in pathogenesis.
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Correlational results from observational data do not prove causation, but correlations can be used within comparative analyses to test causal hypotheses and examine evidence for causality.
“A general point here is that correlational results from observational data do not prove causation, but correlations can be used within comparative analyses to test causal hypotheses and examine evidence for causality42,90.”
From A phylogenetic approach to comparative genomics (2025) · cites this paper as [90]
The Results section on capsule co-occurrence and the Methods section on phylogenetic controls show the authors using comparative associations to test hypotheses. The Discussion says their results are “not consistent with the idea that capsules evolved to facilitate pathogenesis.” The paper thus supports using correlations to assess a causal hypothesis, but the passages do not state the broader methodological point that observational correlations cannot prove causation. (LLM, conf=0.78)
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Cited by
Sorted by citations
Zaheer, R., Cook, S. R., Barbieri, R., Goji, N., Cameron, A., Petkau, A., Polo, R. O., Tymensen, L., Stamm, C., Song, J., et al. (2020) · Scientific Reports · doi:10.1038/s41598-020-61002-5 · Cited by 262 · see citing works
Gaborieau, B., Vaysset, H., Tesson, F., Charachon, I., Dib, N., Bernier, J., Dequidt, T., Georjon, H., Clermont, O., Hersen, P., et al. (2024) · Nature Microbiology · doi:10.1038/s41564-024-01832-5 · Cited by 141 · see citing works
A phylogenetic approach to comparative genomics
Dewar, A. E., Belcher, L. J., & West, S. A. (2025) · Nature Reviews Genetics · doi:10.1038/s41576-024-00803-0 · Cited by 41 · see citing works
- Authors
- Rendueles, O., Garcia-Garcerà, M., Néron, B., Touchon, M., & Rocha, E. P. C.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- Institut Pasteur (FR)
- Corresponding author
- Rendueles, Olaya
- Venue
- PLOS Pathogens
- Publisher
- Public Library of Science (PLoS)
- Published
- 2017-07-24
- Volume
- 13
- Issue
- 7
- Pages
- e1006525
- ISSN
- 1553-7366 (ISSN-L)
- 1553-7374
- PMC
- PMC5542703
- OpenAlex
- W2739330082
- Cited by
- 89
- References
- 0
- Citations by year
- 2026: 15 · 2025: 12 · 2024: 15 · 2023: 7 · 2022: 7 · 2021: 10 · 2020: 12 · 2019: 5 · 2018: 6
- FWCI
- 4.69
- Type
- journal article
- Language
- en
- Update notices
- new_version (2017-08-03)
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS Pathogens (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Funders
- European Research Council (281605)
- Fondation pour la Recherche Médicale (ARF20150934077)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Endocrinology › Escherichia coli research studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Bacterial Genetics and Biotechnology
- Life Sciences › Immunology and Microbiology › Microbiology › Microbial infections and disease research
- Keywords
- bacterial capsule, prokaryotic genomes, epistasis, metagenome, human microbiome, opportunistic pathogens, virulence factors, environmental adaptation, antibiotic therapy, pathogen emergence
- MeSH terms
- Bacteria, Bacterial Infections, Bacterial Proteins, Humans, Phylogeny, Virulence, Bacterial Capsules, Genome, Bacterial
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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